Explainable AI Whiteboard Technical Series: Overview

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The explainable AI whiteboard technical series explores and explains some of the key tools within our data science toolbox that powers the Juniper AI-Native Networking Platform.

This series explores key tools from the Juniper Mist AI-Native Networking Platform, which provides exceptional experiences for employees, customers, and guests. As networks evolve towards becoming self-driving, success relies on rich data, AI primitives, a robust data science toolbox, and a virtual assistant.

Juniper's data science tools range in algorithm complexity, from regression to deep learning. Mutual information helps assess the impact of network issues, while decision trees use supervised learning to predict network health by analyzing data and building models. LSTMs (Long Short-Term Memory networks) use past events to make informed decisions, and reinforcement learning drives self-optimizing networks for the best user experience.
For more details, check out Juniper's Explainable AI technical whiteboard series.

What is explainable AI, or XAI?
https://www.juniper.net/us/en/research-topics/what-is-explainable-ai-xai.html

Explainable AI
https://www.juniper.net/us/en/dm/explainable-ai.html
Category
Juniper Networks
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